Enhancing Chatbot Functionality with Custom Tools and Webhooks

Learn how to create custom tools in Flowise AI, add items to a to-do list, and call API endpoints using webhooks.

00:00:00 Learn how to create custom tools in Flowise AI to enhance chatbot functionality, including adding items to a to-do list and calling API endpoints like webhooks.

🛠️ Custom tools allow for the addition of custom functionality to Flowise chatbots.

🔗 Api endpoints like webhooks can be called to perform specific actions in the chatbot.

💻 Creating a custom tool involves adding agents, models, and memory nodes in Flowise.

00:02:22 In this tutorial, we explore creating custom tools using Flowise AI, OpenAI functions, and webhooks. Learn how to add to-do items to your to-do list and define input parameters and logic for the tool.

📌 Creating a custom tool in Flowise can be done by either clicking on 'create new' in the tools tab or through the Flowise dashboard.

📌 When creating a tool, it is important to provide a name, description, and output schema for the tool.

📌 The tool's output schema defines the input parameters that the code expects to receive.

00:04:45 This AI tutorial explores custom tools, OpenAI functions, and webhooks. It demonstrates how to add logic to functions and return string values. The video also showcases the use of chat flows and the extraction of user prompts.

Custom tools can be used to add logic to a function and return a value to the chatbot.

📝 JavaScript statements in the function should end with a semicolon.

🔧 The Custom Tool node in the chat flow can be used to select and use specific tools.

The chatbot is able to extract and process input from the user, such as adding items to a to-do list.

🔁 The chatbot can respond to user input and provide feedback on the actions performed.

🚫 Negative tests can be conducted to check for certain scenarios or failures in the tool.

00:07:07 Learn how to use custom tools, OpenAI functions, and webhooks in Flowise AI Tutorial #11. Also, discover how to add items to a Google spreadsheet with the help of mike.com.

⚙️ Restart Flowise after making changes to the tools.

📝 Create a Google spreadsheet and set up the column title.

🔌 Use mike.com to automate adding entries to the spreadsheet.

00:09:28 Learn how to use custom tools and OpenAI Functions to add items to Google Spreadsheets via webhooks.

🔍 Web hooks can be used to add items to Google spreadsheets.

📝 An API endpoint needs to be called to perform initial setup.

🔗 Values from the API endpoint can be mapped to columns in a spreadsheet.

00:11:50 Learn how to use custom tools, OpenAI functions, and webhooks in Flowise AI Tutorial #11.

The tutorial demonstrates how to create custom tools, use OpenAI functions, and utilize webhooks in Flowise AI.

The video shows the process of mapping columns and renaming scenarios in Flowise, as well as toggling switches and saving changes.

The code in Flowise is finalized by removing unnecessary commands, replacing URLs, changing methods, and adding body properties.

00:14:14 Learn how to create custom tools and use OpenAI Functions and Webhooks in this Flowise AI tutorial. Custom tools can call other chat flows for added functionality.

Custom Tools allows users to create tools that call other chat flows.

📝 Making changes to the tools requires restarting Flowise.

✔️ Custom tools can add items to a Google sheet and a to-do list.

Summary of a video "Flowise AI Tutorial #11- Custom Tools, OpenAI Functions and Webhooks" by Leon van Zyl on YouTube.

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